I can add stuff here too, right?
0 missings.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID | numeric | 0 | 247 | 247 | 124 | 71.45 | 1 | 62.5 | 124 | 185.5 | 247 | <U+ | 2587>< | U+2587> F8.2 0 |
Source
0 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Source | Source | numeric | 1. Email, 2. JPHMP, 3. RWJF |
0 | 247 | 247 | 1.08 | 0.36 | 1 | 1 | 1 | 1 | 3 | <U+ | 2581>< | U+2581> F1.0 0 |
StartDate
## 247 unique, categorical values, so not shown.
0 missings.
| name | label | data_type | missing | complete | n | n_unique | median | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| StartDate | StartDate | POSIXct | 0 | 247 | 247 | 247 | 2017-09-21 | 2017-09-19 | 2017-10-18 | DATETIME20 | 0 |
EndDate
## 246 unique, categorical values, so not shown.
0 missings.
| name | label | data_type | missing | complete | n | n_unique | median | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| EndDate | EndDate | POSIXct | 0 | 247 | 247 | 246 | 2017-09-21 | 2017-09-19 | 2017-10-18 | DATETIME20 | 0 |
Finished
0 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Finished | Finished | numeric | 0 | 247 | 247 | 0.85 | 0.36 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F1.0 0 |
Research Reproducibility in Public Health
0 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q2 | Research Reproducibility in Public Health | numeric | 0 | 247 | 247 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2587> F8.0 0 |
Introduction
0 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q3 | Introduction | numeric | 0 | 247 | 247 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2587> F8.0 0 |
Primary job responsibilities-Data collection
0 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q4_1 | Primary job responsibilities-Data collection | numeric | 0 | 247 | 247 | 0.52 | 0.5 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Primary job responsibilities-Data management
0 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q4_2 | Primary job responsibilities-Data management | numeric | 0 | 247 | 247 | 0.79 | 0.41 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Primary job responsibilities-Descriptive analysis
0 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q4_3 | Primary job responsibilities-Descriptive analysis | numeric | 0 | 247 | 247 | 0.9 | 0.3 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Primary job responsibilities-Inferential analysis
0 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q4_4 | Primary job responsibilities-Inferential analysis | numeric | 0 | 247 | 247 | 0.77 | 0.42 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Primary job responsibilities-Visualization/graph production
0 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q4_5 | Primary job responsibilities-Visualization/graph production | numeric | 0 | 247 | 247 | 0.75 | 0.43 | 0 | 0.5 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Primary job responsibilities-Contributing to publications or reports
0 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q4_6 | Primary job responsibilities-Contributing to publications or reports | numeric | 0 | 247 | 247 | 0.94 | 0.24 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Publication work
233 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q5 | Publication work | numeric | 1. Yes, 2. No |
233 | 14 | 247 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2587> F8.0 0 |
Data and code storage-Data-In the cloud (e.g., Dropbox, GitHub)
21 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q7_1_1 | Data and code storage-Data-In the cloud (e.g., Dropbox, GitHub) | numeric | 21 | 226 | 247 | 0.28 | 0.45 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Data and code storage-Data-On a local server at your workplace
21 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q7_1_2 | Data and code storage-Data-On a local server at your workplace | numeric | 21 | 226 | 247 | 0.69 | 0.46 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Data and code storage-Data-On a desktop computer
21 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q7_1_3 | Data and code storage-Data-On a desktop computer | numeric | 21 | 226 | 247 | 0.26 | 0.44 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Data and code storage-Data-On a laptop computer
21 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q7_1_4 | Data and code storage-Data-On a laptop computer | numeric | 21 | 226 | 247 | 0.34 | 0.47 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Data and code storage-Data-On a removable storage device (e.g., USB drive, CD)
21 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q7_1_5 | Data and code storage-Data-On a removable storage device (e.g., USB drive, CD) | numeric | 21 | 226 | 247 | 0.19 | 0.39 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Data and code storage-Data-There were no statistical code files (e.g., used point-and-click/menu driven approach in SPSS, Excel, or other software)
21 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q7_1_6 | Data and code storage-Data-There were no statistical code files (e.g., used point-and-click/menu driven approach in SPSS, Excel, or other software) | numeric | 21 | 226 | 247 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | <U+ | 2581>< | U+2587> F8.0 0 |
Data and code storage-Statistical code-In the cloud (e.g., Dropbox, GitHub)
23 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q7_2_1 | Data and code storage-Statistical code-In the cloud (e.g., Dropbox, GitHub) | numeric | 23 | 224 | 247 | 0.27 | 0.45 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Data and code storage-Statistical code-On a local server at your workplace
23 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q7_2_2 | Data and code storage-Statistical code-On a local server at your workplace | numeric | 23 | 224 | 247 | 0.58 | 0.5 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Data and code storage-Statistical code-On a desktop computer
23 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q7_2_3 | Data and code storage-Statistical code-On a desktop computer | numeric | 23 | 224 | 247 | 0.29 | 0.45 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Data and code storage-Statistical code-On a laptop computer
23 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q7_2_4 | Data and code storage-Statistical code-On a laptop computer | numeric | 23 | 224 | 247 | 0.33 | 0.47 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Data and code storage-Statistical code-On a removable storage device (e.g., USB drive, CD)
23 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q7_2_5 | Data and code storage-Statistical code-On a removable storage device (e.g., USB drive, CD) | numeric | 23 | 224 | 247 | 0.16 | 0.37 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Data and code storage-Statistical code-There were no statistical code files (e.g., used point-and-click/menu driven approach in SPSS, Excel, or other software)
23 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q7_2_6 | Data and code storage-Statistical code-There were no statistical code files (e.g., used point-and-click/menu driven approach in SPSS, Excel, or other software) | numeric | 23 | 224 | 247 | 0.094 | 0.29 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files storage location-Data-In project-specific folders or directories
21 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q8_1_1 | Files storage location-Data-In project-specific folders or directories | numeric | 21 | 226 | 247 | 0.97 | 0.17 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files storage location-Data-In folders or directories not specific to the project
21 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q8_1_2 | Files storage location-Data-In folders or directories not specific to the project | numeric | 21 | 226 | 247 | 0.088 | 0.28 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files storage location-Statistical code-In project-specific folders or directories
44 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q8_2_1 | Files storage location-Statistical code-In project-specific folders or directories | numeric | 44 | 203 | 247 | 0.98 | 0.16 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files storage location-Statistical code-In folders or directories not specific to the project
44 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q8_2_2 | Files storage location-Statistical code-In folders or directories not specific to the project | numeric | 44 | 203 | 247 | 0.074 | 0.26 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files organization-Data
23 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q9_1 | Files organization-Data | numeric | 1. In a single file, 2. In multiple files |
23 | 224 | 247 | 1.76 | 0.43 | 1 | 2 | 2 | 2 | 2 | <U+ | 2581>< | U+2581> F8.0 0 |
Files organization-Statistical code
45 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q9_2 | Files organization-Statistical code | numeric | 1. In a single file, 2. In multiple files |
45 | 202 | 247 | 1.72 | 0.45 | 1 | 1 | 2 | 2 | 2 | <U+ | 2581>< | U+2581> F8.0 0 |
Files accessibility-Data-Shareable with anyone (public)
26 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q10_1_1 | Files accessibility-Data-Shareable with anyone (public) | numeric | 26 | 221 | 247 | 0.018 | 0.13 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files accessibility-Data-Shareable but secure (i.e., authorized access only)
26 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q10_1_2 | Files accessibility-Data-Shareable but secure (i.e., authorized access only) | numeric | 26 | 221 | 247 | 0.68 | 0.47 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files accessibility-Data-Private
26 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q10_1_3 | Files accessibility-Data-Private | numeric | 26 | 221 | 247 | 0.38 | 0.49 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files accessibility-Statistical code-Shareable with anyone (public)
49 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q10_2_1 | Files accessibility-Statistical code-Shareable with anyone (public) | numeric | 49 | 198 | 247 | 0.045 | 0.21 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files accessibility-Statistical code-Shareable but secure (i.e., authorized access only)
49 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q10_2_2 | Files accessibility-Statistical code-Shareable but secure (i.e., authorized access only) | numeric | 49 | 198 | 247 | 0.65 | 0.48 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files accessibility-Statistical code-Private
49 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q10_2_3 | Files accessibility-Statistical code-Private | numeric | 49 | 198 | 247 | 0.39 | 0.49 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Location ease-Data
26 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q11_1 | Location ease-Data | numeric | 1. Very easy, 2. Somewhat easy, 3. Somewhat difficult, 4. Very difficult |
26 | 221 | 247 | 2.22 | 1.01 | 1 | 1 | 2 | 3 | 4 | <U+ | 2581>< | U+2581> F8.0 0 |
Location ease-Statistical code
48 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q11_2 | Location ease-Statistical code | numeric | 1. Very easy, 2. Somewhat easy, 3. Somewhat difficult, 4. Very difficult |
48 | 199 | 247 | 2.46 | 1.02 | 1 | 2 | 2 | 3 | 4 | <U+ | 2581>< | U+2581> F8.0 0 |
Files storage process-Data
27 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q12_1 | Files storage process-Data | numeric | 1. No set process, 2. A set process developed in-house, 3. A set process developed externally |
27 | 220 | 247 | 1.86 | 0.51 | 1 | 2 | 2 | 2 | 3 | <U+ | 2581>< | U+2587> F8.0 0 |
Files storage process-Statistical code
27 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q12_2 | Files storage process-Statistical code | numeric | 1. No set process, 2. A set process developed in-house, 3. A set process developed externally |
27 | 220 | 247 | 1.75 | 0.55 | 1 | 1 | 2 | 2 | 3 | <U+ | 2581>< | U+2587> F8.0 0 |
Code annotation and documentation
49 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q13 | Code annotation and documentation | numeric | 49 | 198 | 247 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2587> F8.0 0 |
Variable dictionary
29 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q14 | Variable dictionary | numeric | 1. Yes, 2. No |
29 | 218 | 247 | 1.25 | 0.43 | 1 | 1 | 1 | 1 | 2 | <U+ | 2581>< | U+2581> F8.0 0 |
Prolog
49 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q15 | Prolog | numeric | 1. Yes, 2. No |
49 | 198 | 247 | 1.33 | 0.47 | 1 | 1 | 1 | 2 | 2 | <U+ | 2581>< | U+2581> F8.0 0 |
Prolog contents-Project name
115 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q16_1 | Prolog contents-Project name | numeric | 115 | 132 | 247 | 0.8 | 0.4 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Prolog contents-Code developer name
115 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q16_2 | Prolog contents-Code developer name | numeric | 115 | 132 | 247 | 0.57 | 0.5 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Prolog contents-Contact information for the code developer or another author
115 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q16_3 | Prolog contents-Contact information for the code developer or another author | numeric | 115 | 132 | 247 | 0.14 | 0.35 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Prolog contents-The purpose of the code
115 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q16_4 | Prolog contents-The purpose of the code | numeric | 115 | 132 | 247 | 0.89 | 0.32 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Prolog contents-Information about the language/program used to run the code (e.g., software package, version of language)
115 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q16_5 | Prolog contents-Information about the language/program used to run the code (e.g., software package, version of language) | numeric | 115 | 132 | 247 | 0.26 | 0.44 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Prolog contents-File paths or other locating information for the data
115 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q16_6 | Prolog contents-File paths or other locating information for the data | numeric | 115 | 132 | 247 | 0.62 | 0.49 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Prolog contents-File paths or other locating information for the statistical code
115 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q16_7 | Prolog contents-File paths or other locating information for the statistical code | numeric | 115 | 132 | 247 | 0.34 | 0.48 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Prolog contents-The last date the code was edited
115 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q16_8 | Prolog contents-The last date the code was edited | numeric | 115 | 132 | 247 | 0.58 | 0.5 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Prolog contents-Something else (please specify):
115 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q16_9 | Prolog contents-Something else (please specify): | numeric | 115 | 132 | 247 | 0.14 | 0.34 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Prolog contents-Something else (please specify):-TEXT
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q16_9_TEXT | Prolog contents-Something else (please specify):-TEXT | character | 0 | 247 | 247 | 230 | 18 | 0 | 115 | A255 | 0 |
Statistical code comments
49 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q17 | Statistical code comments | numeric | 1. Yes, 2. No |
49 | 198 | 247 | 1.15 | 0.36 | 1 | 1 | 1 | 1 | 2 | <U+ | 2581>< | U+2581> F8.0 0 |
Code comment comprehensiveness
81 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q18 | Code comment comprehensiveness | numeric | 1. Comprehensive: most or all steps of analysis have comments, 2. Moderate: comments used regularly throughout the code for new sections and clarification, 3. Sparse: few or no comments used |
81 | 166 | 247 | 1.88 | 0.59 | 1 | 2 | 2 | 2 | 3 | <U+ | 2581>< | U+2587> F8.0 0 |
Guidelines
80 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q19 | Guidelines | numeric | 1. Yes, closely followed guidelines, 2. Yes, partially followed guidelines, 3. No |
80 | 167 | 247 | 2.54 | 0.67 | 1 | 2 | 3 | 3 | 3 | <U+ | 2581>< | U+2583> F8.0 0 |
Specific guidelines-GoogleÂ’s R Style Guide
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_1 | Specific guidelines-GoogleÂ’s R Style Guide | numeric | 188 | 59 | 247 | 0.14 | 0.35 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Specific guidelines-BioconductorÂ’s Coding Standards (R)
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_2 | Specific guidelines-BioconductorÂ’s Coding Standards (R) | numeric | 188 | 59 | 247 | 0.017 | 0.13 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Specific guidelines-Hadley WickhamÂ’s Style Guide (R)
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_3 | Specific guidelines-Hadley WickhamÂ’s Style Guide (R) | numeric | 188 | 59 | 247 | 0.068 | 0.25 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Specific guidelines-Henrik BengtssonÂ’s R Coding Conventions
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_4 | Specific guidelines-Henrik BengtssonÂ’s R Coding Conventions | numeric | 188 | 59 | 247 | 0.034 | 0.18 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Specific guidelines-Colin GillespieÂ’s R Style Guide
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_5 | Specific guidelines-Colin GillespieÂ’s R Style Guide | numeric | 188 | 59 | 247 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | <U+ | 2581>< | U+2587> F8.0 0 |
Specific guidelines-SAS Style Guide
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_6 | Specific guidelines-SAS Style Guide | numeric | 188 | 59 | 247 | 0.53 | 0.5 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Specific guidelines-Guidelines for Coding of SAS Programs
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_7 | Specific guidelines-Guidelines for Coding of SAS Programs | numeric | 188 | 59 | 247 | 0.25 | 0.44 | 0 | 0 | 0 | 0.5 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Specific guidelines-Suggestions on Stata Programming Style
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_8 | Specific guidelines-Suggestions on Stata Programming Style | numeric | 188 | 59 | 247 | 0.085 | 0.28 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Specific guidelines-Google Python Style Guide
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_9 | Specific guidelines-Google Python Style Guide | numeric | 188 | 59 | 247 | 0.017 | 0.13 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Specific guidelines-GNU Mailman Style Guide (Python)
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_10 | Specific guidelines-GNU Mailman Style Guide (Python) | numeric | 188 | 59 | 247 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | <U+ | 2581>< | U+2587> F8.0 0 |
Specific guidelines-Style Guide for Python Code: PEP 8
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_11 | Specific guidelines-Style Guide for Python Code: PEP 8 | numeric | 188 | 59 | 247 | 0.034 | 0.18 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Specific guidelines-Visual Basic Coding Conventions (Excel, Access)
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_12 | Specific guidelines-Visual Basic Coding Conventions (Excel, Access) | numeric | 188 | 59 | 247 | 0.085 | 0.28 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Specific guidelines-MATLAB Style Guidelines
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_13 | Specific guidelines-MATLAB Style Guidelines | numeric | 188 | 59 | 247 | 0.034 | 0.18 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Specific guidelines-Something else (please specify):
188 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_14 | Specific guidelines-Something else (please specify): | numeric | 188 | 59 | 247 | 0.17 | 0.38 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Specific guidelines-Something else (please specify):-TEXT
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q20_14_TEXT | Specific guidelines-Something else (please specify):-TEXT | character | 0 | 247 | 247 | 237 | 11 | 0 | 142 | A255 | 0 |
Reasons for following guidelines-Policy of my research team/lab
187 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q21_1 | Reasons for following guidelines-Policy of my research team/lab | numeric | 187 | 60 | 247 | 0.18 | 0.39 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reasons for following guidelines-Required for publication
187 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q21_2 | Reasons for following guidelines-Required for publication | numeric | 187 | 60 | 247 | 0.1 | 0.3 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reasons for following guidelines-Makes my life easier
187 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q21_3 | Reasons for following guidelines-Makes my life easier | numeric | 187 | 60 | 247 | 0.83 | 0.38 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reasons for following guidelines-It produces better code
187 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q21_4 | Reasons for following guidelines-It produces better code | numeric | 187 | 60 | 247 | 0.68 | 0.47 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reasons for following guidelines-I was taught this way
187 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q21_5 | Reasons for following guidelines-I was taught this way | numeric | 187 | 60 | 247 | 0.63 | 0.49 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reasons for following guidelines-Improves collaboration
187 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q21_6 | Reasons for following guidelines-Improves collaboration | numeric | 187 | 60 | 247 | 0.47 | 0.5 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reasons for following guidelines-Increases reproducibility
187 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q21_7 | Reasons for following guidelines-Increases reproducibility | numeric | 187 | 60 | 247 | 0.62 | 0.49 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reasons for following guidelines-Something else (please specify):
187 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q21_8 | Reasons for following guidelines-Something else (please specify): | numeric | 187 | 60 | 247 | 0.067 | 0.25 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reasons for following guidelines-Something else (please specify):-TEXT
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q21_8_TEXT | Reasons for following guidelines-Something else (please specify):-TEXT | character | 0 | 247 | 247 | 244 | 4 | 0 | 41 | A255 | 0 |
Code formatting-Used nouns for variables and/or verbs for functions
52 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_1 | Code formatting-Used nouns for variables and/or verbs for functions | numeric | 52 | 195 | 247 | -0.18 | 7.13 | -99 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Code formatting-Limited lines of code to a certain length (e.g., 80 characters maximum)
52 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_2 | Code formatting-Limited lines of code to a certain length (e.g., 80 characters maximum) | numeric | 52 | 195 | 247 | -0.19 | 7.13 | -99 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Code formatting-Included metadata, such as the date or project name, in the file title
52 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_3 | Code formatting-Included metadata, such as the date or project name, in the file title | numeric | 52 | 195 | 247 | -0.072 | 7.14 | -99 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Code formatting-Included seed values for analyses that included randomness
52 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_4 | Code formatting-Included seed values for analyses that included randomness | numeric | 52 | 195 | 247 | -0.27 | 7.12 | -99 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Code formatting-Used a consistent way to name variables and functions (e.g., all lower case, camel case, meaningful words, etc)
52 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_5 | Code formatting-Used a consistent way to name variables and functions (e.g., all lower case, camel case, meaningful words, etc) | numeric | 52 | 195 | 247 | 0.27 | 7.16 | -99 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Code formatting-Separated analysis steps with white space or blank lines
52 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_6 | Code formatting-Separated analysis steps with white space or blank lines | numeric | 52 | 195 | 247 | 0.3 | 7.16 | -99 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Code formatting-Used indentation to group lines of code within procedures/functions
52 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_7 | Code formatting-Used indentation to group lines of code within procedures/functions | numeric | 52 | 195 | 247 | 0.056 | 7.15 | -99 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Code formatting-Wrote functions for tasks repeated multiple times
52 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_8 | Code formatting-Wrote functions for tasks repeated multiple times | numeric | 52 | 195 | 247 | 0 | 7.14 | -99 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Code formatting-Included some results within the annotation (e.g., mean age = 39, outcome did not meet normality assumption)
52 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_9 | Code formatting-Included some results within the annotation (e.g., mean age = 39, outcome did not meet normality assumption) | numeric | 52 | 195 | 247 | -0.1 | 7.14 | -99 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Code formatting-Integrated code with text and results into a single output, also known as literate programming (e.g., Sweave, Jupyter Notebook, R Markdown)
52 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_10 | Code formatting-Integrated code with text and results into a single output, also known as literate programming (e.g., Sweave, Jupyter Notebook, R Markdown) | numeric | 52 | 195 | 247 | -0.46 | 7.1 | -99 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Code formatting-Something else (please specify):
53 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_11 | Code formatting-Something else (please specify): | numeric | 53 | 194 | 247 | 0.031 | 0.17 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Code formatting-Something else (please specify):-TEXT
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_11_TEXT | Code formatting-Something else (please specify):-TEXT | character | 0 | 247 | 247 | 242 | 6 | 0 | 122 | A255 | 0 |
Code formatting-None of the above
53 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q22_12 | Code formatting-None of the above | numeric | 53 | 194 | 247 | 0.026 | 0.16 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducibility of statistical analyses
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q23 | Reproducibility of statistical analyses | numeric | 32 | 215 | 247 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2587> F8.0 0 |
Publication contents-Software used
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q24_1 | Publication contents-Software used | numeric | 32 | 215 | 247 | 0.8 | 0.4 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Publication contents-Units of analysis (e.g., people, health departments)
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q24_2 | Publication contents-Units of analysis (e.g., people, health departments) | numeric | 32 | 215 | 247 | 0.84 | 0.37 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Publication contents-Details on missing data handling
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q24_3 | Publication contents-Details on missing data handling | numeric | 32 | 215 | 247 | 0.65 | 0.48 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Publication contents-Variable recoding details
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q24_4 | Publication contents-Variable recoding details | numeric | 32 | 215 | 247 | 0.53 | 0.5 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Publication contents-The name, units, and types of variable analyzed
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q24_5 | Publication contents-The name, units, and types of variable analyzed | numeric | 32 | 215 | 247 | 0.7 | 0.46 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Publication contents-The statistical approaches used (e.g., logistic regression, mixed-effects regression)
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q24_6 | Publication contents-The statistical approaches used (e.g., logistic regression, mixed-effects regression) | numeric | 32 | 215 | 247 | 0.83 | 0.37 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Publication contents-The type of test statistics computed (e.g., chi-squared, F)
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q24_7 | Publication contents-The type of test statistics computed (e.g., chi-squared, F) | numeric | 32 | 215 | 247 | 0.82 | 0.39 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Publication contents-The value of test statistics
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q24_8 | Publication contents-The value of test statistics | numeric | 32 | 215 | 247 | 0.6 | 0.49 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Publication contents-The specific variables included in each statistical model
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q24_9 | Publication contents-The specific variables included in each statistical model | numeric | 32 | 215 | 247 | 0.67 | 0.47 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Publication contents-Sample sizes for each analysis
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q24_10 | Publication contents-Sample sizes for each analysis | numeric | 32 | 215 | 247 | 0.77 | 0.42 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Publication contents-Precise p-values when possible (e.g., p=.02 rather than p
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q24_11 | Publication contents-Precise p-values when possible (e.g., p=.02 rather than p | numeric | 32 | 215 | 247 | 0.71 | 0.45 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Publication contents-None of the above
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q24_12 | Publication contents-None of the above | numeric | 32 | 215 | 247 | 0.0047 | 0.068 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files created/made publicly available-Created-A clean version of data used for analyses
34 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q25_1_1 | Files created/made publicly available-Created-A clean version of data used for analyses | numeric | 34 | 213 | 247 | 0.64 | 0.48 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files created/made publicly available-Created-Clean statistical code for results included in the publication
34 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q25_1_2 | Files created/made publicly available-Created-Clean statistical code for results included in the publication | numeric | 34 | 213 | 247 | 0.48 | 0.5 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files created/made publicly available-Created-A project directory with data and/or statistical code used for the publication
34 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q25_1_3 | Files created/made publicly available-Created-A project directory with data and/or statistical code used for the publication | numeric | 34 | 213 | 247 | 0.45 | 0.5 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files created/made publicly available-Created-A readme file explaining the data and/or statistical code
34 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q25_1_4 | Files created/made publicly available-Created-A readme file explaining the data and/or statistical code | numeric | 34 | 213 | 247 | 0.25 | 0.44 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files created/made publicly available-Created-None of the above
34 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q25_1_5 | Files created/made publicly available-Created-None of the above | numeric | 34 | 213 | 247 | 0.25 | 0.44 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files created/made publicly available-Made publicly available-A clean version of data used for analyses
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q25_2_1 | Files created/made publicly available-Made publicly available-A clean version of data used for analyses | numeric | 32 | 215 | 247 | 0.12 | 0.32 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files created/made publicly available-Made publicly available-Clean statistical code for results included in the publication
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q25_2_2 | Files created/made publicly available-Made publicly available-Clean statistical code for results included in the publication | numeric | 32 | 215 | 247 | 0.093 | 0.29 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files created/made publicly available-Made publicly available-A project directory with data and/or statistical code used for the publication
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q25_2_3 | Files created/made publicly available-Made publicly available-A project directory with data and/or statistical code used for the publication | numeric | 32 | 215 | 247 | 0.065 | 0.25 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files created/made publicly available-Made publicly available-A readme file explaining the data and/or statistical code
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q25_2_4 | Files created/made publicly available-Made publicly available-A readme file explaining the data and/or statistical code | numeric | 32 | 215 | 247 | 0.07 | 0.26 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Files created/made publicly available-Made publicly available-None of the above
32 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q25_2_5 | Files created/made publicly available-Made publicly available-None of the above | numeric | 32 | 215 | 247 | 0.83 | 0.37 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Have you ever made your statistical code publicly available?
53 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q26 | Have you ever made your statistical code publicly available? | numeric | 1. Yes, 2. No |
53 | 194 | 247 | 1.89 | 0.32 | 1 | 2 | 2 | 2 | 2 | <U+ | 2581>< | U+2581> F8.0 0 |
Have you ever published with public data?
75 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q27 | Have you ever published with public data? | numeric | 1. Yes, 2. No |
75 | 172 | 247 | 1.73 | 0.45 | 1 | 1 | 2 | 2 | 2 | <U+ | 2581>< | U+2581> F8.0 0 |
Required to make publicly available?-Data-Yes, by a funder
211 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q28_1_1 | Required to make publicly available?-Data-Yes, by a funder | numeric | 211 | 36 | 247 | 0.19 | 0.4 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Required to make publicly available?-Data-Yes, by the journal
211 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q28_1_2 | Required to make publicly available?-Data-Yes, by the journal | numeric | 211 | 36 | 247 | 0.083 | 0.28 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Required to make publicly available?-Data-Yes, by my employer
211 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q28_1_3 | Required to make publicly available?-Data-Yes, by my employer | numeric | 211 | 36 | 247 | 0.19 | 0.4 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Required to make publicly available?-Data-Yes, by my research team
211 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q28_1_4 | Required to make publicly available?-Data-Yes, by my research team | numeric | 211 | 36 | 247 | 0.14 | 0.35 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Required to make publicly available?-Data-No, it was not required
211 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q28_1_5 | Required to make publicly available?-Data-No, it was not required | numeric | 211 | 36 | 247 | 0.5 | 0.51 | 0 | 0 | 0.5 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Required to make publicly available?-Statistical code-Yes, by a funder
213 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q28_2_1 | Required to make publicly available?-Statistical code-Yes, by a funder | numeric | 213 | 34 | 247 | 0.088 | 0.29 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Required to make publicly available?-Statistical code-Yes, by the journal
213 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q28_2_2 | Required to make publicly available?-Statistical code-Yes, by the journal | numeric | 213 | 34 | 247 | 0.059 | 0.24 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Required to make publicly available?-Statistical code-Yes, by my employer
213 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q28_2_3 | Required to make publicly available?-Statistical code-Yes, by my employer | numeric | 213 | 34 | 247 | 0.059 | 0.24 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Required to make publicly available?-Statistical code-Yes, by my research team
213 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q28_2_4 | Required to make publicly available?-Statistical code-Yes, by my research team | numeric | 213 | 34 | 247 | 0.12 | 0.33 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Required to make publicly available?-Statistical code-No, it was not required
213 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q28_2_5 | Required to make publicly available?-Statistical code-No, it was not required | numeric | 213 | 34 | 247 | 0.79 | 0.41 | 0 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Code development
52 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q29 | Code development | numeric | 1. The code was developed by one person working alone, 2. The code was developed by one person and other people checked the code (co-pilot strategy), 3. Code was developed in separate files by two or more people independently and then compared before choosing one or a combination of the two (i.e., parallel code development), 4. Code was developed by two or more people working together on the same coding file |
52 | 195 | 247 | 1.9 | 0.97 | 1 | 1 | 2 | 2 | 4 | <U+ | 2581>< | U+2581> F8.0 0 |
Research reproducibility facilitators and barriers
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q30 | Research reproducibility facilitators and barriers | numeric | 33 | 214 | 247 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2587> F8.0 0 |
Reproducible research facilitators-Additional human and financial resources
36 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q31_1 | Reproducible research facilitators-Additional human and financial resources | numeric | 36 | 211 | 247 | 0.27 | 0.45 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research facilitators-Training on reproducible research practices
36 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q31_2 | Reproducible research facilitators-Training on reproducible research practices | numeric | 36 | 211 | 247 | 0.52 | 0.5 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research facilitators-Requirements by funders to disseminate data and statistical code
36 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q31_3 | Reproducible research facilitators-Requirements by funders to disseminate data and statistical code | numeric | 36 | 211 | 247 | 0.41 | 0.49 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research facilitators-Requirements by journals to include access to data and statistical code
36 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q31_4 | Reproducible research facilitators-Requirements by journals to include access to data and statistical code | numeric | 36 | 211 | 247 | 0.45 | 0.5 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research facilitators-Workplace incentives (e.g., pay increases or more credit toward tenure for reproducible/reproduced work)
36 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q31_5 | Reproducible research facilitators-Workplace incentives (e.g., pay increases or more credit toward tenure for reproducible/reproduced work) | numeric | 36 | 211 | 247 | 0.15 | 0.36 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research facilitators-Something else (please specify):
36 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q31_6 | Reproducible research facilitators-Something else (please specify): | numeric | 36 | 211 | 247 | 0.1 | 0.3 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research facilitators-Something else (please specify):-TEXT
## 21 unique, categorical values, so not shown.
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q31_6_TEXT | Reproducible research facilitators-Something else (please specify):-TEXT | character | 0 | 247 | 247 | 227 | 21 | 0 | 295 | A255 | 0 |
Reproducible research barriers-Lack of time
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q32_1 | Reproducible research barriers-Lack of time | numeric | 33 | 214 | 247 | 0.41 | 0.49 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research barriers-Lack of knowledge/training on reproducible research practices
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q32_2 | Reproducible research barriers-Lack of knowledge/training on reproducible research practices | numeric | 33 | 214 | 247 | 0.24 | 0.43 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research barriers-Data privacy
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q32_3 | Reproducible research barriers-Data privacy | numeric | 33 | 214 | 247 | 0.5 | 0.5 | 0 | 0 | 0.5 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research barriers-Intellectual property concerns
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q32_4 | Reproducible research barriers-Intellectual property concerns | numeric | 33 | 214 | 247 | 0.33 | 0.47 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research barriers-Professional competition
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q32_5 | Reproducible research barriers-Professional competition | numeric | 33 | 214 | 247 | 0.17 | 0.37 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research barriers-Concerns of errors being discovered
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q32_6 | Reproducible research barriers-Concerns of errors being discovered | numeric | 33 | 214 | 247 | 0.12 | 0.33 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research barriers-Lack of incentive
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q32_7 | Reproducible research barriers-Lack of incentive | numeric | 33 | 214 | 247 | 0.2 | 0.4 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research barriers-Something else (please specify):
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q32_8 | Reproducible research barriers-Something else (please specify): | numeric | 33 | 214 | 247 | 0.042 | 0.2 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research barriers-Something else (please specify):-TEXT
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q32_8_TEXT | Reproducible research barriers-Something else (please specify):-TEXT | character | 0 | 247 | 247 | 238 | 10 | 0 | 104 | A255 | 0 |
Reproducible research barriers-No barriers experienced
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q32_9 | Reproducible research barriers-No barriers experienced | numeric | 33 | 214 | 247 | 0.0047 | 0.068 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Reproducible research barriers-I have not tried to make data or statistical code available
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q32_10 | Reproducible research barriers-I have not tried to make data or statistical code available | numeric | 33 | 214 | 247 | 0.28 | 0.45 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
If training were available on reproducible research practices, how likely are you to participate?
33 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q33 | If training were available on reproducible research practices, how likely are you to participate? | numeric | 1. Very likely, 2. Somewhat likely, 3. Somewhat unlikely, 4. Very unlikely |
33 | 214 | 247 | 1.77 | 0.77 | 1 | 1 | 2 | 2 | 4 | <U+ | 2581>< | U+2581> F8.0 0 |
Training format preference-In-person workshop or short course
62 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q34_1 | Training format preference-In-person workshop or short course | numeric | 62 | 185 | 247 | 0.42 | 0.5 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Training format preference-In-person one-on-one assistance
62 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q34_2 | Training format preference-In-person one-on-one assistance | numeric | 62 | 185 | 247 | 0.1 | 0.3 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Training format preference-Online asynchronous course
62 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q34_3 | Training format preference-Online asynchronous course | numeric | 62 | 185 | 247 | 0.34 | 0.47 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Training format preference-Online live webinar
62 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q34_4 | Training format preference-Online live webinar | numeric | 62 | 185 | 247 | 0.43 | 0.5 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Training format preference-Documents (e.g., manual, collection of resources, checklists, etc)
62 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q34_5 | Training format preference-Documents (e.g., manual, collection of resources, checklists, etc) | numeric | 62 | 185 | 247 | 0.43 | 0.5 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Training format preference-Blog or other living web presence
62 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q34_6 | Training format preference-Blog or other living web presence | numeric | 62 | 185 | 247 | 0.086 | 0.28 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Training format preference-Social media site
62 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q34_7 | Training format preference-Social media site | numeric | 62 | 185 | 247 | 0.022 | 0.15 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Training format preference-Something else (please specify):
62 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q34_8 | Training format preference-Something else (please specify): | numeric | 62 | 185 | 247 | 0.0054 | 0.074 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Training format preference-Something else (please specify):-TEXT
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q34_8_TEXT | Training format preference-Something else (please specify):-TEXT | character | 0 | 247 | 247 | 246 | 2 | 0 | 22 | A255 | 0 |
Participant characteristics
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q35 | Participant characteristics | numeric | 33 | 214 | 247 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2587> F8.0 0 |
Identify the statistical software you use the most often:
33 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q36 | Identify the statistical software you use the most often: | numeric | 1. Excel, 2. M-Plus, 3. MatLab, 4. Python, 5. R, 6. SAS, 7. SPSS, 8. Stata, 9. Other (please specify) |
33 | 214 | 247 | 6.15 | 1.86 | 1 | 6 | 6 | 7 | 9 | <U+ | 2581>< | U+2582> F8.0 0 |
Identify the statistical software you use the most often:-TEXT
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q36_TEXT | Identify the statistical software you use the most often:-TEXT | character | 0 | 247 | 247 | 239 | 9 | 0 | 75 | A255 | 0 |
Top 2 resources-Software user manual(s)
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q37_1 | Top 2 resources-Software user manual(s) | numeric | 33 | 214 | 247 | 0.34 | 0.47 | 0 | 0 | 0 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Top 2 resources-Textbook or reference book
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q37_2 | Top 2 resources-Textbook or reference book | numeric | 33 | 214 | 247 | 0.22 | 0.42 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Top 2 resources-Internet search (i.e. Google)
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q37_3 | Top 2 resources-Internet search (i.e. Google) | numeric | 33 | 214 | 247 | 0.7 | 0.46 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Top 2 resources-YouTube video demonstration or something similar
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q37_4 | Top 2 resources-YouTube video demonstration or something similar | numeric | 33 | 214 | 247 | 0.14 | 0.35 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Top 2 resources-In-person one-on-one help
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q37_5 | Top 2 resources-In-person one-on-one help | numeric | 33 | 214 | 247 | 0.12 | 0.33 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Top 2 resources-Email help
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q37_6 | Top 2 resources-Email help | numeric | 33 | 214 | 247 | 0.028 | 0.17 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Top 2 resources-Help via a chat feature (gchat or similar)
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q37_7 | Top 2 resources-Help via a chat feature (gchat or similar) | numeric | 33 | 214 | 247 | 0.014 | 0.12 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Top 2 resources-Online training or course
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q37_8 | Top 2 resources-Online training or course | numeric | 33 | 214 | 247 | 0.037 | 0.19 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Top 2 resources-In-person training or course
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q37_9 | Top 2 resources-In-person training or course | numeric | 33 | 214 | 247 | 0.047 | 0.21 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Top 2 resources-Websites, blogs (i.e. Stack Exchange)
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q37_10 | Top 2 resources-Websites, blogs (i.e. Stack Exchange) | numeric | 33 | 214 | 247 | 0.23 | 0.42 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Top 2 resources-Something else (specify):
33 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q37_11 | Top 2 resources-Something else (specify): | numeric | 33 | 214 | 247 | 0.037 | 0.19 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Top 2 resources-Something else (specify):-TEXT
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q37_11_TEXT | Top 2 resources-Something else (specify):-TEXT | character | 0 | 247 | 247 | 239 | 9 | 0 | 80 | A255 | 0 |
Degree
33 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q38 | Degree | numeric | 1. PhD, 2. MD, 3. MD/PhD, 4. DrPH, 5. DSc, 6. EdD, 7. MPH, 8. MSW, 9. MS or MSc, 10. MRes or MPhil, 11. MA, 12. MBA, 13. MAT, 14. BS, 15. BA, 16. Something else (please specify): |
33 | 214 | 247 | 5.26 | 4.43 | 1 | 1 | 4.5 | 7 | 16 | <U+ | 2581>< | U+2585> F8.0 0 |
Degree-TEXT
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q38_TEXT | Degree-TEXT | character | 0 | 247 | 247 | 240 | 7 | 0 | 43 | A255 | 0 |
Degree field
## 84 unique, categorical values, so not shown.
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q39 | Degree field | character | 0 | 247 | 247 | 38 | 84 | 0 | 46 | A255 | 0 |
Job title
## 136 unique, categorical values, so not shown.
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q40 | Job title | character | 0 | 247 | 247 | 39 | 136 | 0 | 114 | A255 | 0 |
How long have you been in your current position?
36 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q41 | How long have you been in your current position? | numeric | 1. Less than 1 year, 2. 1-3 years, 3. 4-10 years, 4. More than 10 years |
36 | 211 | 247 | 2.48 | 0.94 | 1 | 2 | 2 | 3 | 4 | <U+ | 2581>< | U+2581> F8.0 0 |
What type of organization are you in?
36 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q42 | What type of organization are you in? | numeric | 1. University/school, 2. For-profit, 3. Government, 4. Nonprofit, 5. Something else (please specify): |
36 | 211 | 247 | 2 | 1.27 | 1 | 1 | 1 | 3 | 5 | <U+ | 2582>< | U+2582> F8.0 0 |
What type of organization are you in?-TEXT
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q42_TEXT | What type of organization are you in?-TEXT | character | 0 | 247 | 247 | 241 | 7 | 0 | 65 | A255 | 0 |
Gender
37 missings.
| name | label | data_type | value_labels | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q43 | Gender | numeric | 1. Male, 2. Female, 3. Transgender, 4. Do not identify as female, male, or transgender |
37 | 210 | 247 | 1.63 | 0.55 | 1 | 1 | 2 | 2 | 4 | <U+ | 2581>< | U+2581> F8.0 0 |
Race/ethnicity-White
40 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q44_1 | Race/ethnicity-White | numeric | 40 | 207 | 247 | 0.73 | 0.44 | 0 | 0 | 1 | 1 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Race/ethnicity-Hispanic, Latino, or Spanish origin
40 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q44_2 | Race/ethnicity-Hispanic, Latino, or Spanish origin | numeric | 40 | 207 | 247 | 0.077 | 0.27 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Race/ethnicity-Black or African American
40 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q44_3 | Race/ethnicity-Black or African American | numeric | 40 | 207 | 247 | 0.072 | 0.26 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Race/ethnicity-Asian
40 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q44_4 | Race/ethnicity-Asian | numeric | 40 | 207 | 247 | 0.13 | 0.34 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Race/ethnicity-American Indian or Alaska Native
40 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q44_5 | Race/ethnicity-American Indian or Alaska Native | numeric | 40 | 207 | 247 | 0.034 | 0.18 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Race/ethnicity-Middle Eastern or North African
40 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q44_6 | Race/ethnicity-Middle Eastern or North African | numeric | 40 | 207 | 247 | 0.034 | 0.18 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Race/ethnicity-Native Hawaiian or Other Pacific Islander
40 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q44_7 | Race/ethnicity-Native Hawaiian or Other Pacific Islander | numeric | 40 | 207 | 247 | 0.0048 | 0.07 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Race/ethnicity-Some other race, ethnicity, or origin
40 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q44_8 | Race/ethnicity-Some other race, ethnicity, or origin | numeric | 40 | 207 | 247 | 0.034 | 0.18 | 0 | 0 | 0 | 0 | 1 | <U+ | 2581>< | U+2581> F8.0 0 |
Age
50 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q45 | Age | numeric | 50 | 197 | 247 | 40.1 | 13.68 | 22 | 30 | 36 | 49 | 99.8 | <U+ | 2586>< | U+2582> F8.2 0 |
Suggestions
## 52 unique, categorical values, so not shown.
0 missings.
| name | label | data_type | missing | complete | n | empty | n_unique | min | max | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Q46 | Suggestions | character | 0 | 247 | 247 | 190 | 52 | 0 | 1701 | A255 | 0 |
Thanks message
38 missings.
| name | label | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | format.spss | display_width |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q47 | Thanks message | numeric | 38 | 209 | 247 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | <U+ | 2581>< | U+2587> F8.0 0 |
Among those who finished the survey. Only variables that have missings are shown.
| description | Q7_1_1 | Q7_1_2 | Q7_1_3 | Q7_1_4 | Q7_1_5 |
|---|---|---|---|---|---|
| Missings per variable | 21 | 21 | 21 | 21 | 21 |
| Missings in 33 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 11 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 167 variables | 0 | 0 | 0 | 0 | 0 |
| Missings in 42 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 44 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 67 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 20 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 34 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 23 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 50 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 25 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 35 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 19 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 66 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 12 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 41 variables | 1 | 1 | 1 | 1 | 1 |
| Missings in 149 variables | 1 | 1 | 1 | 1 | 1 |
| 62 other, less frequent patterns | 60 | 60 | 60 | 60 | 60 |
| Q7_1_6 | Q8_1_1 | Q8_1_2 | Q7_2_1 | Q7_2_2 | Q7_2_3 | Q7_2_4 | Q7_2_5 | Q7_2_6 |
|---|---|---|---|---|---|---|---|---|
| 21 | 21 | 21 | 23 | 23 | 23 | 23 | 23 | 23 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 60 | 60 | 60 | 58 | 58 | 58 | 58 | 58 | 58 |
| Q9_1 | Q10_1_1 | Q10_1_2 | Q10_1_3 | Q11_1 | Q12_1 | Q12_2 | Q14 | Q23 | Q24_1 |
|---|---|---|---|---|---|---|---|---|---|
| 23 | 26 | 26 | 26 | 26 | 27 | 27 | 29 | 32 | 32 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 59 | 59 | 59 | 59 | 59 | 58 | 58 | 56 | 53 | 53 |
| Q24_2 | Q24_3 | Q24_4 | Q24_5 | Q24_6 | Q24_7 | Q24_8 | Q24_9 | Q24_10 |
|---|---|---|---|---|---|---|---|---|
| 32 | 32 | 32 | 32 | 32 | 32 | 32 | 32 | 32 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53 | 53 | 53 | 53 | 53 | 53 | 53 | 53 | 53 |
| Q24_11 | Q24_12 | Q25_2_1 | Q25_2_2 | Q25_2_3 | Q25_2_4 | Q25_2_5 | Q30 |
|---|---|---|---|---|---|---|---|
| 32 | 32 | 32 | 32 | 32 | 32 | 32 | 33 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53 | 53 | 53 | 53 | 53 | 53 | 53 | 52 |
| Q32_1 | Q32_2 | Q32_3 | Q32_4 | Q32_5 | Q32_6 | Q32_7 | Q32_8 | Q32_9 | Q32_10 |
|---|---|---|---|---|---|---|---|---|---|
| 33 | 33 | 33 | 33 | 33 | 33 | 33 | 33 | 33 | 33 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 |
| Q33 | Q35 | Q36 | Q37_1 | Q37_2 | Q37_3 | Q37_4 | Q37_5 | Q37_6 | Q37_7 |
|---|---|---|---|---|---|---|---|---|---|
| 33 | 33 | 33 | 33 | 33 | 33 | 33 | 33 | 33 | 33 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 |
| Q37_8 | Q37_9 | Q37_10 | Q37_11 | Q38 | Q25_1_1 | Q25_1_2 | Q25_1_3 | Q25_1_4 |
|---|---|---|---|---|---|---|---|---|
| 33 | 33 | 33 | 33 | 33 | 34 | 34 | 34 | 34 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 52 | 52 | 52 | 52 | 52 | 51 | 51 | 51 | 51 |
| Q25_1_5 | Q31_1 | Q31_2 | Q31_3 | Q31_4 | Q31_5 | Q31_6 | Q41 | Q42 | Q43 |
|---|---|---|---|---|---|---|---|---|---|
| 34 | 36 | 36 | 36 | 36 | 36 | 36 | 36 | 36 | 37 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 51 | 49 | 49 | 49 | 49 | 49 | 49 | 49 | 49 | 48 |
| Q47 | Q44_1 | Q44_2 | Q44_3 | Q44_4 | Q44_5 | Q44_6 | Q44_7 | Q44_8 | Q8_2_1 |
|---|---|---|---|---|---|---|---|---|---|
| 38 | 40 | 40 | 40 | 40 | 40 | 40 | 40 | 40 | 44 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 47 | 45 | 45 | 45 | 45 | 45 | 45 | 45 | 45 | 53 |
| Q8_2_2 | Q9_2 | Q11_2 | Q10_2_1 | Q10_2_2 | Q10_2_3 | Q13 | Q15 | Q17 | Q45 |
|---|---|---|---|---|---|---|---|---|---|
| 44 | 45 | 48 | 49 | 49 | 49 | 49 | 49 | 49 | 50 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 53 | 53 | 53 | 52 | 52 | 52 | 52 | 52 | 52 | 35 |
| Q22_1 | Q22_2 | Q22_3 | Q22_4 | Q22_5 | Q22_6 | Q22_7 | Q22_8 | Q22_9 | Q22_10 |
|---|---|---|---|---|---|---|---|---|---|
| 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 | 52 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 49 | 49 | 49 | 49 | 49 | 49 | 49 | 49 | 49 | 49 |
| Q29 | Q22_11 | Q22_12 | Q26 | Q34_1 | Q34_2 | Q34_3 | Q34_4 | Q34_5 | Q34_6 |
|---|---|---|---|---|---|---|---|---|---|
| 52 | 53 | 53 | 53 | 62 | 62 | 62 | 62 | 62 | 62 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 49 | 48 | 48 | 40 | 38 | 38 | 38 | 38 | 38 | 38 |
| Q34_7 | Q34_8 | Q27 | Q19 | Q18 | Q16_1 | Q16_2 | Q16_3 | Q16_4 | Q16_5 |
|---|---|---|---|---|---|---|---|---|---|
| 62 | 62 | 75 | 80 | 81 | 115 | 115 | 115 | 115 | 115 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 38 | 38 | 31 | 42 | 41 | 33 | 33 | 33 | 33 | 33 |
| Q16_6 | Q16_7 | Q16_8 | Q16_9 | Q21_1 | Q21_2 | Q21_3 | Q21_4 | Q21_5 | Q21_6 |
|---|---|---|---|---|---|---|---|---|---|
| 115 | 115 | 115 | 115 | 187 | 187 | 187 | 187 | 187 | 187 |
| 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 33 | 33 | 33 | 33 | 21 | 21 | 21 | 21 | 21 | 21 |
| Q21_7 | Q21_8 | Q20_1 | Q20_2 | Q20_3 | Q20_4 | Q20_5 | Q20_6 | Q20_7 | Q20_8 |
|---|---|---|---|---|---|---|---|---|---|
| 187 | 187 | 188 | 188 | 188 | 188 | 188 | 188 | 188 | 188 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 21 | 21 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 |
| Q20_9 | Q20_10 | Q20_11 | Q20_12 | Q20_13 | Q20_14 | Q28_1_1 | Q28_1_2 |
|---|---|---|---|---|---|---|---|
| 188 | 188 | 188 | 188 | 188 | 188 | 211 | 211 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 20 | 20 | 20 | 20 | 20 | 20 | 22 | 22 |
| Q28_1_3 | Q28_1_4 | Q28_1_5 | Q28_2_1 | Q28_2_2 | Q28_2_3 | Q28_2_4 | Q28_2_5 |
|---|---|---|---|---|---|---|---|
| 211 | 211 | 211 | 213 | 213 | 213 | 213 | 213 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 22 | 22 | 22 | 20 | 20 | 20 | 20 | 20 |
| Q5 | var_miss | n_miss |
|---|---|---|
| 233 | 12307 | 12307 |
| 0 | 33 | 40 |
| 0 | 11 | 22 |
| 0 | 167 | 19 |
| 0 | 42 | 16 |
| 0 | 44 | 14 |
| 0 | 67 | 12 |
| 0 | 20 | 9 |
| 0 | 34 | 7 |
| 0 | 23 | 6 |
| 0 | 50 | 6 |
| 0 | 25 | 6 |
| 0 | 35 | 5 |
| 0 | 19 | 4 |
| 1 | 66 | 4 |
| 0 | 12 | 3 |
| 0 | 41 | 3 |
| 0 | 149 | 3 |
| 10 | 3034 | 68 |